Composite materials as a novel type of engineering materials have been widely used in aerospace, automotive and other fields. But the manufacturing instability of composite materials and the fatigue, corrosion during their applications, easily result in defects and damage within the material structure, the degradation of mechanical performance of equipment, and potential safety hazard. Therefore, how to carry out non-destructive testing of composite materials to ensure the long-term safe operation of related devices become an urgent research issue. The objective of this research project is to identify and develop promising imaging methodologies for accurately and effectively reconstructing the position, shape and material information of multi-scale defects in composite materials. This work is expected to solve the current technical difficulties in microwave non-destructive testing of composite materials and explore an experimental method for this novel three-dimensional electromagnetic imaging. This research work and innovation include: (1) to propose a modified contrast source inversion algorithm; then combined with the multiple signal classification method, to develop the electromagnetic imaging method to construct the position and shape of objects; (2) to utilize the signal subspace and objective function; then combined with the optimization algorithm and the least square method, to develop the electromagnetic imaging method to construct the material information of objects; (3) to exploit electromagnetic imaging experimental platform and to verify the proposed three-dimensional electromagnetic imaging method through numerical simulations and experimental tests.
复合材料作为一种新型工程材料已广泛应用于航空航天、汽车等领域,但复合材料的制造不稳定性及应用中的疲劳、腐蚀等极易使结构内部产生缺陷和损伤,降低构件的机械性能,造成安全隐患,因此,如何开展复合材料的无损检测以保证相关器件安全运行成为迫切需要解决的问题。本项目旨在研究开发准确、有效的三维电磁成像方法来重构复合材料中多尺度缺陷的位置、形状、材料信息,解决当前在复合材料微波无损检测方法上的技术难点,探索新型三维电磁成像的实验方法。研究内容和创新点包括:(1)提出修正对比源反演算法,结合多重信号分类方法,研究目标体位置及形状的电磁成像方法;(2)利用信号子空间和目标函数,结合优化算法和最小二乘法,研究目标体的材料重构的电磁成像方法;(3)开发电磁成像实验平台,通过仿真计算和实验测试验证本项目提出的三维电磁成像方法。
复合材料作为一种新型工程材料已广泛应用于航空航天、汽车等领域,但复合材料的制造不稳定性及应用中的疲劳、腐蚀等极易使结构内部产生缺陷和损伤,降低构件的机械性能,造成安全隐患,因此,开展复合材料的无损检测以保证相关器件安全运行成为迫切需要解决的问题。本项目研究开发了准确、有效的三维电磁成像方法来重构复合材料中多尺度缺陷的位置、形状、材料信息,解决当前在复合材料微波无损检测方法上的技术难点,探索了新型三维电磁成像的实验方法。(1)本项目已经提出修正对比源反演算法,结合多重信号分类方法,研究了目标体位置及形状的电磁成像方法;(2)本项目已利用信号子空间和目标函数,结合优化算法和最小二乘法,研究了目标体的材料重构的电磁成像方法;(3)本项目仍在继续开发电磁成像实验平台,通过仿真计算和实验测试验证本项目提出的三维电磁成像方法。已发表期刊论文1篇,会议论文4篇,培养研究生1名。
{{i.achievement_title}}
数据更新时间:2023-05-31
基于 Kronecker 压缩感知的宽带 MIMO 雷达高分辨三维成像
基于全模式全聚焦方法的裂纹超声成像定量检测
基于图卷积网络的归纳式微博谣言检测新方法
一种改进的多目标正余弦优化算法
二维MXene材料———Ti_3C_2T_x在钠离子电池中的研究进展
基于微波全息三维成像的无损检测技术研究
层状碳纤维复合材料典型缺陷的电磁反射机理及微波无损检测研究
热障涂层电磁/电容复合无损检测方法研究
基于电磁声效应的涡流成像无损检测技术基础研究